In scopeCode assistant licenses (Copilot, Cursor, Cody, etc.)AI code review, testing, and documentation toolsAnnual spend normalized to spend/developer/month
Out of scopeGPU/ML infrastructure costsGeneral enterprise AI platform spendAI consulting and one-time transformation projects
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Beta disclaimersThis is an independent research beta.Antitrust-safe aggregation rules are enforced in data display logic.